---
title: "Frontend Engineer, Vision at Sarvam"
canonical: https://careercto.dev/jobs/frontend-engineer-vision-sarvam
---

# Frontend Engineer, Vision at Sarvam

> Bengaluru, India · on-site · full-time

## About the role

Document intelligence is only trustworthy if a human can see what the model saw\. You will build the interfaces where that happens: document viewers with field-level grounding, review and correction workflows, extraction schema builders, evaluation dashboards, and the developer-facing console our enterprise customers use to run pipelines at scale\.

## What you'll do

Build the document review experience: PDF and image rendering, page navigation, bounding-box overlays, confidence highlighting, side-by-side source-to-extraction linking Build human-in-the-loop correction workflows — fast keyboard-driven review, field-level edit, approve/reject queues — and wire corrections back into the evaluation loop Build the extraction schema designer: let users define, test, and version the structured output they want from a document type Build internal evaluation and observability dashboards — accuracy by field and document type, latency and cost breakdowns, model comparison views Handle real-time and long-running state well: streaming partial results, job progress, optimistic updates, resumable sessions

## Looking for

4–5 years building production frontend applications, with strong ownership of what you shipped Deep React expertise — hooks, rendering behaviour, state management at scale, performance profiling; you know why a component re-renders Strong TypeScript; you use the type system to make bad states unrepresentable Real command of the browser platform: layout, events, memory, rendering; comfort with Canvas or SVG for custom rendering Experience with complex, data-dense product surfaces — dashboards, editors, annotation or review tools — rather than marketing pages Solid API integration instincts: async state, caching, polling and streaming, error and retry handling

## Nice to have

Experience with PDF rendering in the browser \(PDF\.js or equivalent\) or with annotation/labelling tools Familiarity with WebSockets, SSE, or other streaming transports Exposure to AI/ML product surfaces — human-in-the-loop review, model output inspection, eval tooling Comfort dropping into a Python or Go backend when it unblocks you Design systems ownership, or strong accessibility practice Note We are looking for people who can own the outcomes described here, not people who match every line of this specification\.


## Details

- Skills: Python, TypeScript, React
- Published: 2026-08-18T00:00:00Z
- Apply: https://jobs.ashbyhq.com/sarvam/de7eba10-6fff-4fa3-8d70-526f2cf58eb7/application